Optimization Methods for Interpretable Differentiable Decision Trees in Reinforcement Learning

Andrew Silva, Taylor Killian, Ivan Dario Jimenez Rodriguez +2

Decision trees are ubiquitous in machine learning for their ease of use and interpretability. Yet, these models are not typically employed in reinforcement learning as they cannot…